@misc{Yang_Xiaoke_Fault, author={Yang, Xiaoke and Maciejowski, Jan M.}, howpublished={online}, publisher={Zielona Góra: Uniwersytet Zielonogórski}, language={eng}, abstract={Essential ingredients for fault-tolerant control are the ability to represent system behaviour following the occurrence of a fault, and the ability to exploit this representation for deciding control actions. Gaussian processes seem to be very promising candidates for the first of these, and model predictive control has a proven capability for the second. We therefore propose to use the two together to obtain fault-tolerant control functionality. Our proposal is illustrated by several reasonably realistic examples drawn from flight control.}, type={artykuł}, title={Fault tolerant control using Gaussian processes and model predictive control}, keywords={fault-tolerant control, Gaussian process, model predictive control, aircraft control, probabilistic modelling}, }